Triple
T8282085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hallward Library |
E193698
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Bertrand Hallward
Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
|
E723349
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bertrand Hallward | Statement: [Hallward Library, namedAfter, Bertrand Hallward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bertrand Hallward Context triple: [Hallward Library, namedAfter, Bertrand Hallward]
-
A.
Basil Hallward
Basil Hallward is a fictional artist in Oscar Wilde’s novel "The Picture of Dorian Gray," whose idealistic devotion to beauty and to Dorian ultimately leads to his tragic downfall.
-
B.
Reginald Michael Bloxam Hallward
Reginald Michael Bloxam Hallward was the English father of American actress Gloria Grahame, known primarily through his connection to her.
-
C.
Dorian Gray
Dorian Gray is a fictional character, originally from Oscar Wilde’s novel "The Picture of Dorian Gray," known for his eternal youth and a hidden portrait that bears the marks of his corruption.
-
D.
Adrian Stephen
Adrian Stephen was a British psychoanalyst, writer, and member of the Bloomsbury Group, known also as the younger brother of Virginia Woolf and Vanessa Bell.
-
E.
Leonard Bast
Leonard Bast is a lower-middle-class insurance clerk and aspiring intellectual in E.M. Forster’s novel "Howards End," whose struggles highlight the era’s class tensions and social injustices.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bertrand Hallward Triple: [Hallward Library, namedAfter, Bertrand Hallward]
Generated description
Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bertrand Hallward Target entity description: Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
-
A.
Basil Hallward
Basil Hallward is a fictional artist in Oscar Wilde’s novel "The Picture of Dorian Gray," whose idealistic devotion to beauty and to Dorian ultimately leads to his tragic downfall.
-
B.
Reginald Michael Bloxam Hallward
Reginald Michael Bloxam Hallward was the English father of American actress Gloria Grahame, known primarily through his connection to her.
-
C.
Dorian Gray
Dorian Gray is a fictional character, originally from Oscar Wilde’s novel "The Picture of Dorian Gray," known for his eternal youth and a hidden portrait that bears the marks of his corruption.
-
D.
Adrian Stephen
Adrian Stephen was a British psychoanalyst, writer, and member of the Bloomsbury Group, known also as the younger brother of Virginia Woolf and Vanessa Bell.
-
E.
Leonard Bast
Leonard Bast is a lower-middle-class insurance clerk and aspiring intellectual in E.M. Forster’s novel "Howards End," whose struggles highlight the era’s class tensions and social injustices.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ef8508819098112a3397c96ca5 |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6877b8e481908ec1e0b91a5276f6 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d5441248190a9e32281dc8e8d62 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e20f71c8190959319c6683a2810 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.